Timely delivery of orders is a key factor in modern business. The accuracy of arrival at the destination is not limited to simply moving the courier from point A to point B, as typically considered by a standard navigator. Our new development in last-mile delivery, PandaBox, incorporates machine learning. It takes into account a whole set of factors: delivery time of previous orders, distance, and the time of day before determining the delivery time.